marielynneblock/arcanum-artifex · skills/data-science/model-recommendation/SKILL.md

model-recommendation skillA

model-recommendation is agent-read markdown (skill) from marielynneblock/arcanum-artifex: Analyse chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add marielynneblock/arcanum-artifex/model-recommendation@git:20260710.0115f49
Exact content
mdr add marielynneblock/arcanum-artifex/model-recommendation@sha256:8b9f6d6c44d063c2

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2q53s2i2bssp5uy5.svg)](https://markdownregistry.com/a/art_2q53s2i2bssp5uy5)

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Versions

versioncommittedcommitsizeaudit
git:20260710.0115f49 latest2026-07-10 0115f49 25,575 BA view · diff
git:20260710.ffb34002026-07-10 ffb3400 25,573 BA view · diff
git:20260515.b861afb2026-05-15 b861afb 25,573 BA view · diff
git:20260510.f26bcec2026-05-10 f26bcec 25,527 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (25575 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

marielynneblock/arcanum-artifex · 4 stars · license none · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2q53s2i2bssp5uy5
GET https://markdownregistry.com/api/v1/resolve?ref=marielynneblock/arcanum-artifex/model-recommendation
GET https://markdownregistry.com/api/v1/blob/8b9f6d6c44d063c2c55569009f512d8b886f9cbc8f16c0f6a23e6ff49f762f7f

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.